{"id":2986,"date":"2020-05-12T15:35:05","date_gmt":"2020-05-12T13:35:05","guid":{"rendered":"http:\/\/web.fs.uni-lj.si\/lakos\/?page_id=2986"},"modified":"2020-05-24T09:51:08","modified_gmt":"2020-05-24T07:51:08","slug":"vision-systems-for-quality-and-automation","status":"publish","type":"page","link":"https:\/\/web.fs.uni-lj.si\/lampa\/en\/vision-systems-for-quality-and-automation\/","title":{"rendered":"Vision systems"},"content":{"rendered":"<style type=\"text\/css\">@media only screen and (min-width: 1000px) and (max-width: 5000px){html body .kc-css-925254{width: 75%;}html body .kc-css-418807{width: 25%;}}html body .kc-css-631962{margin-bottom: 30px;}<\/style><section class=\"kc-elm kc-css-427248 kc_row\"><div class=\"kc-row-container  kc-container\"><div class=\"kc-wrap-columns\"><div class=\"kc-elm kc-css-102992 kc_col-sm-12 kc_column kc_col-sm-12\"><div class=\"kc-col-container\"><div class=\"kc-elm kc-css-925162\" style=\"height: 20px; clear: both; width:100%;\"><\/div><\/div><\/div><\/div><\/div><\/section><section class=\"kc-elm kc-css-631962 kc_row\"><div class=\"kc-row-container  kc-container\"><div class=\"kc-wrap-columns\"><div class=\"kc-elm kc-css-925254 kc_col-sm-9 kc_column kc_col-sm-9\"><div class=\"kc-col-container\"><div class=\"kc-elm kc-css-212703 kc_text_block\"><p>We explore the use of imaging systems in engineering, medicine, and everyday life. Of particular note is the field of engineering, which often involves product quality control, localization, and many other tasks in automation, industrial, and mobile robotics. Current research topics in collaboration with industrial partners include localization of products before machining (e.g. detection of the position and shape of objects in conjunction with CNC and robotic systems), measurement of product dimensions (e.g. glowing forgings), control of surfaces and color defects, visual control of welding processes, etc.<\/p><p><span style=\"font-style: inherit;\">One research focus is the use of machine vision in combination with deep learning. With this modern approach, systems can be trained to distinguish between non-conforming and conforming products or even to classify them according to the type of defect.<\/span><\/p><p><span style=\"font-style: inherit;\">We invite interested students to work on various topics in this area as part of their teaching responsibilities (seminars, theses, internships) (contact D. Bra\u010dun).<\/span><\/p><p><span style=\"font-style: inherit;\">We also invite all interested industrial partners to cooperate with us and jointly solve challenging tasks in the field of machine vision, robotics and automation.<\/span><\/p><\/div><div class=\"kc-elm kc-css-895893\">\t<div class=\"kc-carousel_images kc-elm kc-css-895893\">\t\t\t<div class=\"kc-carousel-images owl-carousel-images kc-sync1 \" data-owl-i-options='{\"items\":\"2\",\"tablet\":\"2\",\"mobile\":\"1\",\"speed\":\"500\",\"navigation\":\"\",\"pagination\":\"yes\",\"autoheight\":\"\",\"progressbar\":\"\",\"delay\":\"8\",\"autoplay\":\"yes\",\"showthumb\":\"\",\"num_thumb\":\"5\"}'>\t\t\t\t\t\t<div class=\"item\">\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/web.fs.uni-lj.si\/lampa\/wp-content\/uploads\/2020\/04\/Visual-Quality-Control-Using-Deep-Learning_2.jpg\"  alt=\"\"\/>\t\t\t\t\t\t\t\t<\/div>\t\t\t\t\t\t<\/div>\t\t\t\t<\/div><\/div><\/div><\/div><div class=\"kc-elm kc-css-418807 kc_col-sm-3 kc_column kc_col-sm-3\"><div class=\"kc-col-container\"><div class=\"kc-elm kc-css-158827 kc_text_block\"><p>LAMPA<\/p><p><\/p><\/div><\/div><\/div><\/div><\/div><\/section><!-- \/wp:post-content -->","protected":false},"excerpt":{"rendered":"<p>We explore the use of imaging systems in engineering, medicine, and everyday life. Of particular note is the field of engineering, which often involves product quality control, localization, and many other tasks in automation, industrial, and mobile robotics. Current research topics in collaboration with industrial partners include localization of products before machining (e.g. detection of [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"folder":[],"class_list":["post-2986","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/web.fs.uni-lj.si\/lampa\/wp-json\/wp\/v2\/pages\/2986","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/web.fs.uni-lj.si\/lampa\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/web.fs.uni-lj.si\/lampa\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/web.fs.uni-lj.si\/lampa\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/web.fs.uni-lj.si\/lampa\/wp-json\/wp\/v2\/comments?post=2986"}],"version-history":[{"count":5,"href":"https:\/\/web.fs.uni-lj.si\/lampa\/wp-json\/wp\/v2\/pages\/2986\/revisions"}],"predecessor-version":[{"id":4864,"href":"https:\/\/web.fs.uni-lj.si\/lampa\/wp-json\/wp\/v2\/pages\/2986\/revisions\/4864"}],"wp:attachment":[{"href":"https:\/\/web.fs.uni-lj.si\/lampa\/wp-json\/wp\/v2\/media?parent=2986"}],"wp:term":[{"taxonomy":"folder","embeddable":true,"href":"https:\/\/web.fs.uni-lj.si\/lampa\/wp-json\/wp\/v2\/folder?post=2986"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}